Subjects with ICD-9 diagnostic codes of T2DM plus any prescription record of the anti-glycemic drugs included in the hospital formulary during the study period will be extracted from the hospital outpatient electronic database. Sitagliptin users who stayed with Sitagliptin for at least 24 weeks will then further identified from this diabetes cohort for efficacy analysis.